lean-ctx 3.9.19

Context Runtime for AI Agents with CCP. 79 MCP tools, 10 read modes, 95+ compression patterns, cross-session memory (CCP), persistent AI knowledge with temporal facts + contradiction detection, multi-agent context sharing, LITM-aware positioning, AAAK compact format, adaptive compression with Thompson Sampling bandits. Supports 24+ AI tools. Reduces LLM token consumption by up to 99%.
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{"id":"gold_001","query":"Add structured error handling to login.rs","language":"en","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_002","query":"Create a metrics endpoint for webhook handler","language":"en","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_003","query":"Implement rate limiting in message queue consumer","language":"en","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_004","query":"Build a retry wrapper around file uploader","language":"en","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_005","query":"Write a health check for command parser","language":"en","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_006","query":"Add structured error handling to OAuth callback","language":"en","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_007","query":"Create a metrics endpoint for deployment manifest","language":"en","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_008","query":"Implement rate limiting in report generator","language":"en","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_009","query":"Build a retry wrapper around serialization layer","language":"en","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_010","query":"Write a health check for login.rs","language":"en","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_011","query":"Add structured error handling to webhook handler","language":"en","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_012","query":"Create a metrics endpoint for message queue consumer","language":"en","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_013","query":"Implement rate limiting in file uploader","language":"en","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_014","query":"Build a retry wrapper around command parser","language":"en","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_015","query":"Write a health check for OAuth callback","language":"en","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_016","query":"Add structured error handling to deployment manifest","language":"en","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_017","query":"Create a metrics endpoint for report generator","language":"en","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_018","query":"Implement rate limiting in serialization layer","language":"en","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_019","query":"Schreibe einen Health-Check für login.rs","language":"de","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_020","query":"Füge Metriken zu webhook handler hinzu","language":"de","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_021","query":"Erstelle strukturierte Fehlerbehandlung für message queue consumer","language":"de","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_022","query":"Implementiere Rate Limiting in file uploader","language":"de","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_023","query":"Baue einen Retry-Wrapper für command parser","language":"de","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_024","query":"Schreibe einen Health-Check für OAuth callback","language":"de","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_025","query":"Füge Metriken zu deployment manifest hinzu","language":"de","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_026","query":"Erstelle strukturierte Fehlerbehandlung für report generator","language":"de","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_027","query":"Implementiere Rate Limiting in serialization layer","language":"de","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_028","query":"Baue einen Retry-Wrapper für login.rs","language":"de","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_029","query":"Schreibe einen Health-Check für webhook handler","language":"de","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_030","query":"Füge Metriken zu message queue consumer hinzu","language":"de","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_031","query":"Fix the authentication failure in telemetry exporter","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_032","query":"Fix the null pointer crash in websocket gateway","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_033","query":"Correct the incorrect timeout in cache middleware","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_034","query":"Fix the pagination bug in CI workflow","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_035","query":"Resolve the broken validation in billing API","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_036","query":"Fix the authentication failure in search indexer","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_037","query":"Fix the null pointer crash in metrics collector","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_038","query":"Correct the incorrect timeout in rate limiter","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_039","query":"Fix the pagination bug in user repository","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_040","query":"Resolve the broken validation in telemetry exporter","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_041","query":"Fix the authentication failure in websocket gateway","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_042","query":"Fix the null pointer crash in cache middleware","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_043","query":"Correct the incorrect timeout in CI workflow","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_044","query":"Fix the pagination bug in billing API","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_045","query":"Resolve the broken validation in search indexer","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_046","query":"Fix the authentication failure in metrics collector","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_047","query":"Fix the null pointer crash in rate limiter","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_048","query":"Correct the incorrect timeout in user repository","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_049","query":"Fix the pagination bug in telemetry exporter","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_050","query":"Resolve the broken validation in websocket gateway","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_051","query":"Fix the authentication failure in cache middleware","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_052","query":"Korrigiere den Absturz in CI workflow","language":"de","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_053","query":"Behebe den Pagination-Bug in billing API","language":"de","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_054","query":"Repariere die Validierung in search indexer","language":"de","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_055","query":"Korrigiere den Timeout in metrics collector","language":"de","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_056","query":"Behebe den Authentifizierungsfehler in rate limiter","language":"de","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_057","query":"Korrigiere den Absturz in user repository","language":"de","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_058","query":"Behebe den Pagination-Bug in telemetry exporter","language":"de","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_059","query":"Repariere die Validierung in websocket gateway","language":"de","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_060","query":"Korrigiere den Timeout in cache middleware","language":"de","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_061","query":"Behebe den Authentifizierungsfehler in CI workflow","language":"de","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_062","query":"Korrigiere den Absturz in billing API","language":"de","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_063","query":"Behebe den Pagination-Bug in search indexer","language":"de","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_064","query":"Repariere die Validierung in metrics collector","language":"de","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_065","query":"Korrigiere den Timeout in rate limiter","language":"de","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_066","query":"Refactor plugin registry to reduce duplication","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_067","query":"Refactor cache invalidator into smaller components","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_068","query":"Simplify the control flow in payment service","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_069","query":"Extract the shared logic from token validator","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_070","query":"Rename unclear abstractions in audit logger","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_071","query":"Refactor notification worker to reduce duplication","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_072","query":"Refactor feature flag service into smaller components","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_073","query":"Simplify the control flow in migration runner","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_074","query":"Extract the shared logic from configuration loader","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_075","query":"Rename unclear abstractions in plugin registry","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_076","query":"Refactor cache invalidator to reduce duplication","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_077","query":"Refactor payment service into smaller components","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_078","query":"Simplify the control flow in token validator","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_079","query":"Extract the shared logic from audit logger","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_080","query":"Rename unclear abstractions in notification worker","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_081","query":"Refactor feature flag service to reduce duplication","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"single_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_082","query":"Refactor migration runner into smaller components","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"single_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_083","query":"Simplify the control flow in configuration loader","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"single_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_084","query":"Extrahiere die gemeinsame Logik aus plugin registry","language":"de","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"single_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_085","query":"Benenne unklare Abstraktionen in cache invalidator um","language":"de","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"single_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_086","query":"Refaktoriere payment service, um Duplikate zu reduzieren","language":"de","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"single_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_087","query":"Strukturiere token validator in kleinere Komponenten um","language":"de","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"single_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_088","query":"Vereinfache den Kontrollfluss in audit logger","language":"de","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"single_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_089","query":"Extrahiere die gemeinsame Logik aus notification worker","language":"de","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"single_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_090","query":"Benenne unklare Abstraktionen in feature flag service um","language":"de","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"single_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_091","query":"Refaktoriere migration runner, um Duplikate zu reduzieren","language":"de","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"single_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_092","query":"Strukturiere configuration loader in kleinere Komponenten um","language":"de","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"single_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_093","query":"Vereinfache den Kontrollfluss in plugin registry","language":"de","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"single_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_094","query":"Extrahiere die gemeinsame Logik aus cache invalidator","language":"de","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"single_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_095","query":"Benenne unklare Abstraktionen in payment service um","language":"de","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"single_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_096","query":"Explain how GraphQL resolver handles failures","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"single_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_097","query":"Where is event dispatcher configured?","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"single_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_098","query":"How does health endpoint validate requests?","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"single_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_099","query":"Why does worker pool cache results?","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"single_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_100","query":"Show me the data flow through database adapter","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"single_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_101","query":"Explain how REST client handles failures","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_102","query":"Where is session store configured?","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_103","query":"How does authorization module validate requests?","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_104","query":"Why does background scheduler cache results?","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_105","query":"Show me the data flow through GraphQL resolver","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_106","query":"Explain how event dispatcher handles failures","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_107","query":"Where is health endpoint configured?","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_108","query":"How does worker pool validate requests?","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_109","query":"Why does database adapter cache results?","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_110","query":"Show me the data flow through REST client","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_111","query":"Explain how session store handles failures","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_112","query":"Where is authorization module configured?","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_113","query":"How does background scheduler validate requests?","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_114","query":"Warum cached GraphQL resolver Ergebnisse?","language":"de","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_115","query":"Zeige den Datenfluss durch event dispatcher","language":"de","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_116","query":"Erkläre, wie health endpoint Fehler behandelt","language":"de","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_117","query":"Wo wird worker pool konfiguriert?","language":"de","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_118","query":"Wie validiert database adapter Anfragen?","language":"de","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_119","query":"Warum cached REST client Ergebnisse?","language":"de","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_120","query":"Zeige den Datenfluss durch session store","language":"de","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_121","query":"Erkläre, wie authorization module Fehler behandelt","language":"de","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_122","query":"Wo wird background scheduler konfiguriert?","language":"de","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_123","query":"Wie validiert GraphQL resolver Anfragen?","language":"de","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_124","query":"Warum cached event dispatcher Ergebnisse?","language":"de","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_125","query":"Zeige den Datenfluss durch health endpoint","language":"de","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_126","query":"Add unit tests for feature flag service","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_127","query":"Write regression tests for migration runner","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_128","query":"Test the error path in configuration loader","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_129","query":"Add integration test coverage for plugin registry","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_130","query":"Create mock-based tests for cache invalidator","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_131","query":"Add unit tests for payment service","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_132","query":"Write regression tests for token validator","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_133","query":"Test the error path in audit logger","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_134","query":"Add integration test coverage for notification worker","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_135","query":"Create mock-based tests for feature flag service","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_136","query":"Add unit tests for migration runner","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_137","query":"Write regression tests for configuration loader","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_138","query":"Test the error path in plugin registry","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_139","query":"Add integration test coverage for cache invalidator","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_140","query":"Create mock-based tests for payment service","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_141","query":"Schreibe Unit-Tests für token validator","language":"de","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_142","query":"Füge Regressionstests für audit logger hinzu","language":"de","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_143","query":"Teste den Fehlerpfad in notification worker","language":"de","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_144","query":"Erstelle Integrationstests für feature flag service","language":"de","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_145","query":"Prüfe migration runner mit Mocks","language":"de","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_146","query":"Schreibe Unit-Tests für configuration loader","language":"de","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_147","query":"Füge Regressionstests für plugin registry hinzu","language":"de","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_148","query":"Teste den Fehlerpfad in cache invalidator","language":"de","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_149","query":"Erstelle Integrationstests für payment service","language":"de","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_150","query":"Prüfe token validator mit Mocks","language":"de","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_151","query":"Debug the intermittent failure in CI workflow","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_152","query":"Trace the memory leak in billing API","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_153","query":"Inspect why search indexer logs duplicate events","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_154","query":"Debug the startup hang in metrics collector","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_155","query":"Investigate the stack trace from rate limiter","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_156","query":"Debug the intermittent failure in user repository","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_157","query":"Trace the memory leak in telemetry exporter","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_158","query":"Inspect why websocket gateway logs duplicate events","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_159","query":"Debug the startup hang in cache middleware","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_160","query":"Investigate the stack trace from CI workflow","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_161","query":"Debug the intermittent failure in billing API","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_162","query":"Trace the memory leak in search indexer","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_163","query":"Inspect why metrics collector logs duplicate events","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_164","query":"Debug the startup hang in rate limiter","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_165","query":"Investigate the stack trace from user repository","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_166","query":"Debugge den sporadischen Fehler in telemetry exporter","language":"de","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_167","query":"Untersuche das Memory Leak in websocket gateway","language":"de","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_168","query":"Diagnostiziere doppelte Events in cache middleware","language":"de","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_169","query":"Debugge den Start-Hänger in CI workflow","language":"de","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_170","query":"Untersuche den Stack Trace von billing API","language":"de","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_171","query":"Debugge den sporadischen Fehler in search indexer","language":"de","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_172","query":"Untersuche das Memory Leak in metrics collector","language":"de","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_173","query":"Diagnostiziere doppelte Events in rate limiter","language":"de","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_174","query":"Debugge den Start-Hänger in user repository","language":"de","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_175","query":"Untersuche den Stack Trace von telemetry exporter","language":"de","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
{"id":"gold_176","query":"Configure health endpoint for staging","language":"en","labels":{"intent":"config","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r34","confidence":"high"}}
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{"id":"gold_272","query":"Erstelle einen Cache-Warming-Job für Produktseiten","language":"de","labels":{"intent":"generate","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_273","query":"Crée un client OpenAPI pour la facturation","language":"fr","labels":{"intent":"generate","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_274","query":"Ajoute une validation aux requêtes de profil","language":"fr","labels":{"intent":"generate","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_275","query":"Écris la documentation de la politique de reprise","language":"fr","labels":{"intent":"generate","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_276","query":"Crea un cliente OpenAPI para facturación","language":"es","labels":{"intent":"generate","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_277","query":"Añade protección CSRF al formulario de cuenta","language":"es","labels":{"intent":"generate","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_278","query":"Implementa claves de idempotencia para pagos","language":"es","labels":{"intent":"generate","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_279","query":"Fix the authorization bypass in the file download handler","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_280","query":"Correct the race condition in the job scheduler","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_281","query":"Fix duplicate invoices produced during retry","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_282","query":"Resolve the memory leak in websocket sessions","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_283","query":"Fix the slow query caused by a missing composite index","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_284","query":"Correct timezone conversion in the data export","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_285","query":"Fix the broken rollback after a failed migration","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_286","query":"Resolve the missing audit events for administrator actions","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_287","query":"Fix stale cache entries after a product update","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_288","query":"Correct incorrect HTTP status codes in the public API","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_289","query":"Fix credential exposure in CI logs","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_290","query":"Resolve the deadlock during tenant deletion","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_291","query":"Fix the missing null check in the CSV importer","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_292","query":"Correct token expiry validation for refresh tokens","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_293","query":"Fix a broken link in the deployment guide","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_294","query":"Behebe die Berechtigungsumgehung im Download-Handler","language":"de","labels":{"intent":"coding_fix","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_295","query":"Korrigiere die Race Condition im Job-Scheduler","language":"de","labels":{"intent":"coding_fix","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_296","query":"Repariere doppelte Rechnungen nach einem Retry","language":"de","labels":{"intent":"coding_fix","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_297","query":"Behebe den Speicherverlust in WebSocket-Sitzungen","language":"de","labels":{"intent":"coding_fix","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_298","query":"Korrigiere die Zeitzonenumrechnung im Datenexport","language":"de","labels":{"intent":"coding_fix","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_299","query":"Corrige le contournement d'autorisation du téléchargement","language":"fr","labels":{"intent":"coding_fix","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_300","query":"Répare la fuite mémoire dans les sessions WebSocket","language":"fr","labels":{"intent":"coding_fix","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_301","query":"Corrige la conversion de fuseau horaire de l'export","language":"fr","labels":{"intent":"coding_fix","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_302","query":"Corrige la exposición de credenciales en los logs de CI","language":"es","labels":{"intent":"coding_fix","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_303","query":"Arregla las facturas duplicadas después de reintentos","language":"es","labels":{"intent":"coding_fix","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_304","query":"Soluciona la caché obsoleta después de actualizar productos","language":"es","labels":{"intent":"coding_fix","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_305","query":"Refactor the authentication middleware into policy modules","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_306","query":"Clean up duplicated pagination logic across API handlers","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_307","query":"Simplify the cache invalidation state machine","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_308","query":"Reorganize database migration utilities by bounded context","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_309","query":"Refactor the deployment configuration to remove duplicated values","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_310","query":"Clean up obsolete feature flags and their documentation","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_311","query":"Extract shared input validation into a reusable crate","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_312","query":"Simplify the API version negotiation code","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_313","query":"Refactor tenant deletion so transactions are explicit","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_314","query":"Clean up the generated API documentation structure","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_315","query":"Refactor metric labels to use a typed schema","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_316","query":"Reorganize the Docker build stages for reproducibility","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_317","query":"Extract CSV parsing into a dedicated module","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_318","query":"Simplify permission checks without changing authorization behavior","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_319","query":"Refactor the retry policy configuration format","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_320","query":"Räume die doppelte Pagination-Logik in API-Handlern auf","language":"de","labels":{"intent":"refactor","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_321","query":"Refaktoriere die Cache-Invalidierungszustände","language":"de","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_322","query":"Vereinfache die API-Versionierung","language":"de","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_323","query":"Extrahiere die CSV-Verarbeitung in ein eigenes Modul","language":"de","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_324","query":"Nettoie la logique de pagination dupliquée","language":"fr","labels":{"intent":"refactor","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_325","query":"Simplifie le code de négociation de version API","language":"fr","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_326","query":"Extrae el análisis CSV a un módulo dedicado","language":"es","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_327","query":"Limpia las etiquetas de métricas duplicadas","language":"es","labels":{"intent":"refactor","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_328","query":"Explain how tenant isolation is enforced","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_329","query":"Where is the retry budget configured?","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_330","query":"Why does the deployment consume so much memory?","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"high","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_331","query":"What are the tradeoffs between REST and GraphQL for partner APIs?","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_332","query":"Find every code path that reads production secrets","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_333","query":"How does the database migration rollback work?","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_334","query":"What is the safest architecture for multi-region writes?","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_335","query":"Where are HTTP response headers assembled?","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_336","query":"Explain the ownership model for uploaded files","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_337","query":"What would it take to support zero-downtime schema changes?","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_338","query":"Can you look at the checkout issue?","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"medium"}}
{"id":"gold_339","query":"What does this configuration do?","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"medium"}}
{"id":"gold_340","query":"Explain why the API migration needs a compatibility window","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_341","query":"Where should rate-limit counters live in a distributed architecture?","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_342","query":"How are service-level objectives calculated?","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_343","query":"Erkläre die Mandantenisolation","language":"de","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_344","query":"Wo wird das Retry-Budget konfiguriert?","language":"de","labels":{"intent":"explore","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_345","query":"Warum verbraucht das Deployment so viel Speicher?","language":"de","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"high","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_346","query":"Wie funktioniert das Migration-Rollback?","language":"de","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_347","query":"Was macht diese Konfiguration?","language":"de","labels":{"intent":"explore","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"medium"}}
{"id":"gold_348","query":"Explique comment fonctionne l'isolation des locataires","language":"fr","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_349","query":"Pourquoi le déploiement consomme-t-il autant de mémoire ?","language":"fr","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"high","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_350","query":"Où est configuré le budget de reprise ?","language":"fr","labels":{"intent":"explore","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_351","query":"Explica cómo se aplica el aislamiento de inquilinos","language":"es","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_352","query":"Dónde se configura el presupuesto de reintentos?","language":"es","labels":{"intent":"explore","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_353","query":"Qué hace esta configuración?","language":"es","labels":{"intent":"explore","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"medium"}}
{"id":"gold_354","query":"Write integration tests for OAuth token rotation","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_355","query":"Add regression tests for the invoice retry bug","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_356","query":"Test the database migration against a production-sized fixture","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_357","query":"Create load tests for the search endpoint","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_358","query":"Test that rate limiting cannot be bypassed with forwarded headers","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_359","query":"Add contract tests for v1 and v2 API clients","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_360","query":"Write tests for concurrent cache invalidation","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_361","query":"Test the disaster recovery runbook steps","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_362","query":"Add unit tests for the CSV parser","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_363","query":"Test whether audit logs redact secret values","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_364","query":"Write end-to-end tests for tenant data export","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_365","query":"Test backward compatibility of webhook payloads","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_366","query":"Add benchmark tests for serialization throughput","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_367","query":"Write tests for expired signed URLs","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_368","query":"Add a test matrix for supported database versions","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_369","query":"Schreibe Integrationstests für die OAuth-Tokenrotation","language":"de","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_370","query":"Füge Regressionstests für doppelte Rechnungen hinzu","language":"de","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_371","query":"Teste die Datenmigration mit produktionsgroßen Daten","language":"de","labels":{"intent":"test","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_372","query":"Schreibe Lasttests für den Suchendpunkt","language":"de","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_373","query":"Teste die Schwachstelle in der Ratenbegrenzung","language":"de","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_374","query":"Écris des tests d'intégration pour la rotation OAuth","language":"fr","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_375","query":"Teste la migration avec des données de production","language":"fr","labels":{"intent":"test","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_376","query":"Prueba que los registros de auditoría oculten secretos","language":"es","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_377","query":"Añade pruebas de carga para la búsqueda","language":"es","labels":{"intent":"test","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_378","query":"Debug intermittent authentication failures after deploy","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_379","query":"Investigate why p99 search latency spikes at midnight","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_380","query":"Diagnose a deadlock in the migration worker","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_381","query":"Debug a memory growth issue in the event consumer","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_382","query":"Investigate missing audit events for administrator actions","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_383","query":"Debug why the canary deployment never receives traffic","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_384","query":"Investigate a failed backup restore in staging","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_385","query":"Debug duplicate webhook deliveries","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_386","query":"Diagnose why cache invalidation lags behind writes","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"high","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_387","query":"Debug TLS handshake failures from one region","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_388","query":"Investigate why the CSV import skips rows","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_389","query":"Debug unexpected API version fallback","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"high","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_390","query":"Diagnose a certificate renewal failure","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_391","query":"Debug a timeout in the payment provider callback","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_392","query":"Investigate why container images are not reproducible","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_393","query":"Untersuche sporadische Authentifizierungsfehler nach dem Deployment","language":"de","labels":{"intent":"debug","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_394","query":"Diagnostiziere den Deadlock im Migrations-Worker","language":"de","labels":{"intent":"debug","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_395","query":"Untersuche fehlende Audit-Ereignisse","language":"de","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_396","query":"Debugge doppelte Webhook-Zustellungen","language":"de","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_397","query":"Débogue les échecs d'authentification après déploiement","language":"fr","labels":{"intent":"debug","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_398","query":"Diagnostique le blocage du worker de migration","language":"fr","labels":{"intent":"debug","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_399","query":"Depura entregas webhooks duplicadas","language":"es","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_400","query":"Investiga por qué la invalidación de caché se retrasa","language":"es","labels":{"intent":"debug","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"high","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_401","query":"Configure secret scanning for every pull request","language":"en","labels":{"intent":"config","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_402","query":"Set up database connection pool limits for production","language":"en","labels":{"intent":"config","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_403","query":"Configure OIDC authentication for CI deployments","language":"en","labels":{"intent":"config","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_404","query":"Set up retention rules for audit logs","language":"en","labels":{"intent":"config","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_405","query":"Configure a CDN cache policy for public assets","language":"en","labels":{"intent":"config","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_406","query":"Set up alerts for migration failures","language":"en","labels":{"intent":"config","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_407","query":"Configure API gateway request-size limits","language":"en","labels":{"intent":"config","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_408","query":"Set up a staging environment with masked production data","language":"en","labels":{"intent":"config","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_409","query":"Configure feature flags for a gradual API rollout","language":"en","labels":{"intent":"config","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_410","query":"Set up log redaction for authorization headers","language":"en","labels":{"intent":"config","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_411","query":"Configure a read replica for reporting workloads","language":"en","labels":{"intent":"config","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_412","query":"Set up CORS policies for partner origins","language":"en","labels":{"intent":"config","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_413","query":"Configure a scheduled backup verification job","language":"en","labels":{"intent":"config","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_414","query":"Set up compression for API responses","language":"en","labels":{"intent":"config","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_415","query":"Configure the documentation site redirects","language":"en","labels":{"intent":"config","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_416","query":"Konfiguriere Secret-Scanning für Pull Requests","language":"de","labels":{"intent":"config","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_417","query":"Richte OIDC-Authentifizierung für CI-Deployments ein","language":"de","labels":{"intent":"config","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_418","query":"Konfiguriere Aufbewahrungsregeln für Audit-Protokolle","language":"de","labels":{"intent":"config","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_419","query":"Richte Header-Redaktion für Logs ein","language":"de","labels":{"intent":"config","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_420","query":"Configure la détection de secrets pour les pull requests","language":"fr","labels":{"intent":"config","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_421","query":"Configure les limites de taille des requêtes API","language":"fr","labels":{"intent":"config","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_422","query":"Configura el análisis de secretos para pull requests","language":"es","labels":{"intent":"config","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_423","query":"Configura políticas CORS para socios","language":"es","labels":{"intent":"config","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_424","query":"Deploy the API with a canary rollout and automatic rollback","language":"en","labels":{"intent":"deploy","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_425","query":"Release the mobile backend after running migration checks","language":"en","labels":{"intent":"deploy","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_426","query":"Deploy the documentation site to the preview environment","language":"en","labels":{"intent":"deploy","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"low"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_427","query":"Ship a hotfix for the authorization bypass","language":"en","labels":{"intent":"deploy","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_428","query":"Publish a versioned API schema for partners","language":"en","labels":{"intent":"deploy","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_429","query":"Deploy the data migration with a backfill and monitoring","language":"en","labels":{"intent":"deploy","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_430","query":"Release the Kubernetes chart with resource limit changes","language":"en","labels":{"intent":"deploy","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_431","query":"Deploy a new background worker without dropping queued jobs","language":"en","labels":{"intent":"deploy","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_432","query":"Publish the incident runbook update","language":"en","labels":{"intent":"deploy","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_433","query":"Ship a database index change safely","language":"en","labels":{"intent":"deploy","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_434","query":"Deploy the cache configuration change gradually","language":"en","labels":{"intent":"deploy","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_435","query":"Release the CLI package to the internal registry","language":"en","labels":{"intent":"deploy","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_436","query":"Publish updated API documentation with deprecation notices","language":"en","labels":{"intent":"deploy","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_437","query":"Deploy a regional failover drill","language":"en","labels":{"intent":"deploy","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_438","query":"Ship the new observability dashboard","language":"en","labels":{"intent":"deploy","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_439","query":"Deploye die API mit Canary-Rollout und automatischem Rollback","language":"de","labels":{"intent":"deploy","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_440","query":"Veröffentliche einen Hotfix für die Berechtigungsumgehung","language":"de","labels":{"intent":"deploy","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_441","query":"Deploye die Datenmigration mit Backfill und Monitoring","language":"de","labels":{"intent":"deploy","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_442","query":"Veröffentliche das aktualisierte Incident-Runbook","language":"de","labels":{"intent":"deploy","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_443","query":"Déploie l'API avec un déploiement canari","language":"fr","labels":{"intent":"deploy","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_444","query":"Publie le schéma API versionné pour les partenaires","language":"fr","labels":{"intent":"deploy","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_445","query":"Despliega la migración con relleno y monitorización","language":"es","labels":{"intent":"deploy","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_446","query":"Publica el paquete CLI en el registro interno","language":"es","labels":{"intent":"deploy","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_447","query":"Review the authentication changes for privilege escalation","language":"en","labels":{"intent":"review","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_448","query":"Review the database migration plan for data loss risks","language":"en","labels":{"intent":"review","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_449","query":"Review the public API design for backwards compatibility","language":"en","labels":{"intent":"review","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_450","query":"Audit the payment webhook handler for replay attacks","language":"en","labels":{"intent":"review","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_451","query":"Review query plans for the slow reporting endpoint","language":"en","labels":{"intent":"review","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"high","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_452","query":"Audit the Docker image for leaked build secrets","language":"en","labels":{"intent":"review","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_453","query":"Review the incident runbook for missing rollback steps","language":"en","labels":{"intent":"review","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_454","query":"Review the new caching strategy for consistency failures","language":"en","labels":{"intent":"review","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_455","query":"Audit logging changes for personal data exposure","language":"en","labels":{"intent":"review","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_456","query":"Review the Kubernetes manifests for unsafe defaults","language":"en","labels":{"intent":"review","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_457","query":"Review the API error format for client usability","language":"en","labels":{"intent":"review","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_458","query":"Audit the dependency update for supply-chain risk","language":"en","labels":{"intent":"review","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_459","query":"Review the documentation for an unsafe credential example","language":"en","labels":{"intent":"review","task_class":"coding","complexity":"mechanical","scope":"single_file","reasoning_need":"low","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_460","query":"Review the rate-limit algorithm for fairness","language":"en","labels":{"intent":"review","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"high","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_461","query":"Audit tenant export permissions","language":"en","labels":{"intent":"review","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_462","query":"Überprüfe die Authentifizierungsänderungen auf Rechteausweitung","language":"de","labels":{"intent":"review","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_463","query":"Bewerte den Migrationsplan auf Datenverlustrisiken","language":"de","labels":{"intent":"review","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_464","query":"Prüfe den Webhook-Handler auf Replay-Angriffe","language":"de","labels":{"intent":"review","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_465","query":"Überprüfe die Kubernetes-Manifeste auf unsichere Defaults","language":"de","labels":{"intent":"review","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_466","query":"Évalue les changements d'authentification pour l'escalade de privilèges","language":"fr","labels":{"intent":"review","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_467","query":"Révise le plan de migration pour les risques de perte de données","language":"fr","labels":{"intent":"review","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_468","query":"Revisa los manifiestos de Kubernetes para valores inseguros","language":"es","labels":{"intent":"review","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_469","query":"Audita los permisos de exportación de inquilinos","language":"es","labels":{"intent":"review","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_470","query":"Review the API deprecation policy","language":"en","labels":{"intent":"review","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_471","query":"Fix the broken export, then add regression tests","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_472","query":"Review the API contract and then generate migration documentation","language":"en","labels":{"intent":"review","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_473","query":"Deploy the worker, then debug any queue lag","language":"en","labels":{"intent":"deploy","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_474","query":"Refactor the authorization layer and add integration tests","language":"en","labels":{"intent":"refactor","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_475","query":"Investigate the database slowdown and propose an index migration","language":"en","labels":{"intent":"debug","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_476","query":"Configure secret rotation and publish the runbook","language":"en","labels":{"intent":"config","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_477","query":"Fix CORS errors and review the partner API policy","language":"en","labels":{"intent":"coding_fix","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_478","query":"Test the backup restore and deploy the verified runbook","language":"en","labels":{"intent":"test","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_479","query":"Generate API docs and configure their preview deployment","language":"en","labels":{"intent":"generate","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_480","query":"Can you make the dashboard faster?","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"medium"}}
{"id":"gold_481","query":"The migration feels risky","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"medium"}}
{"id":"gold_482","query":"Please handle the API thing","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"low"}}
{"id":"gold_483","query":"Improve security around uploads","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"medium"}}
{"id":"gold_484","query":"Make deployment reliable","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"medium"}}
{"id":"gold_485","query":"Do something about the slow reports","language":"en","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"high","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"medium"}}
{"id":"gold_486","query":"Behebe den Exportfehler und füge dann Regressionstests hinzu","language":"de","labels":{"intent":"coding_fix","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_487","query":"Überprüfe den API-Vertrag und dokumentiere die Migration","language":"de","labels":{"intent":"review","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_488","query":"Kannst du das Dashboard schneller machen?","language":"de","labels":{"intent":"explore","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"medium"}}
{"id":"gold_489","query":"Die Migration wirkt riskant","language":"de","labels":{"intent":"explore","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"medium"}}
{"id":"gold_490","query":"Mach etwas mit den langsamen Berichten","language":"de","labels":{"intent":"explore","task_class":"coding","complexity":"standard","scope":"cross_module","reasoning_need":"high","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"medium"}}
{"id":"gold_491","query":"Corrige l'export puis ajoute des tests de régression","language":"fr","labels":{"intent":"coding_fix","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_492","query":"Déploie le worker puis débogue le retard de file","language":"fr","labels":{"intent":"deploy","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_493","query":"Peux-tu rendre le tableau de bord plus rapide ?","language":"fr","labels":{"intent":"explore","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"medium"}}
{"id":"gold_494","query":"La migration semble risquée","language":"fr","labels":{"intent":"explore","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"medium"}}
{"id":"gold_495","query":"Arregla la exportación y añade pruebas de regresión","language":"es","labels":{"intent":"coding_fix","task_class":"coding","complexity":"standard","scope":"multi_file","reasoning_need":"medium","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_496","query":"Despliega el worker y luego depura el retraso de la cola","language":"es","labels":{"intent":"deploy","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_497","query":"Puedes hacer más rápido el panel?","language":"es","labels":{"intent":"explore","task_class":"coding","complexity":"architectural","scope":"cross_module","reasoning_need":"high","risk":"medium"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"medium"}}
{"id":"gold_498","query":"La migración parece arriesgada","language":"es","labels":{"intent":"explore","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"medium"}}
{"id":"gold_499","query":"Design an event-driven API for order state changes","language":"en","labels":{"intent":"generate","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}
{"id":"gold_500","query":"Document the zero-downtime migration procedure","language":"en","labels":{"intent":"generate","task_class":"coding","complexity":"architectural","scope":"cross_project","reasoning_need":"high","risk":"high"},"metadata":{"source":"synthetic","annotator":"codex-r35","confidence":"high"}}